SOTAVerified

Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 9051 papers

TitleStatusHype
A Distributed Local Energy Market Clearing Framework Using a Two-Loop ADMM Method—0
Towards Pre-training an Effective Respiratory Audio Foundation Model—0
GAMA++: Disentangled Geometric Alignment with Adaptive Contrastive Perturbation for Reliable Domain Transfer—0
FaceCrafter: Identity-Conditional Diffusion with Disentangled Control over Facial Pose, Expression, and Emotion—0
GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation—0
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets—0
SSR: Speculative Parallel Scaling Reasoning in Test-time—0
WebNovelBench: Placing LLM Novelists on the Web Novel DistributionCode1
KO: Kinetics-inspired Neural Optimizer with PDE Simulation Approaches—0
The Achilles Heel of AI: Fundamentals of Risk-Aware Training Data for High-Consequence Models—0
Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models—0
CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring—0
Creative Preference Optimization—0
Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through CounterfactualsCode0
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes—0
ReactDiff: Latent Diffusion for Facial Reaction GenerationCode0
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs—0
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization—0
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation—0
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis—0
Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping—0
AD-AGENT: A Multi-agent Framework for End-to-end Anomaly DetectionCode2
Active Learning on Synthons for Molecular Design—0
Few-Step Diffusion via Score identity Distillation—0
EuLearn: A 3D database for learning Euler characteristicsCode0
Show:102550
← PrevPage 10 of 363Next →

No leaderboard results yet.